Result of comparison of different lightweight. by Zhongjian Xie (4633099)

“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

DyHead Structure. by Zhongjian Xie (4633099)

“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

The parameters of the training phase. by Zhongjian Xie (4633099)

“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Structure of GSConv network. by Zhongjian Xie (4633099)

“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Comparison experiment of accuracy improvement. by Zhongjian Xie (4633099)

“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Improved model distillation structure. by Zhongjian Xie (4633099)

“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Reversible Adsorption and Interfacial Photoisomerization of Azobenzene Surfactants Studied by QCM by Maren Umlandt (9638121)

“…Using quartz crystal microbalance (QCM) measurements, we show that the interfacial mass change is governed by the isomeric composition in the bulk solution: the <i>trans</i> isomer exhibits strong adsorption, while the <i>cis</i> isomer is significantly less surface-active. We further quantify the photoisomerization kinetics at the interface, revealing that the isomerization rate constant decreases with a lower <i>trans</i> isomer concentration due to a transition from a diffuse multilayer to a confined double-layer structure. …”

Developmental change in 5-HT_1A binding in known cause of death controls (predischarge and postdischarge combined). by Hannah C. Kinney (10280975)

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Flexible Microfluidic Devices for Tunable Formation of Double Emulsion by Uditha Roshan (20841937)

“…Well-controlled adjustment of the core size and shell thickness is critical for applications of double emulsions. Changing the flow rates of the fluid phases is the most straightforward method to control the emulsion sizes. …”

Curve fitting of parameter a. by Hongming Li (296020)

“…The test results show that the soil expansion rate decreases from 43.7% to 37.1% with the increase of salt solution concentration. …”

Results of parameters a, b for curve fitting. by Hongming Li (296020)

“…The test results show that the soil expansion rate decreases from 43.7% to 37.1% with the increase of salt solution concentration. …”

Physico-chemical property of Ningming Bentonite. by Hongming Li (296020)

“…The test results show that the soil expansion rate decreases from 43.7% to 37.1% with the increase of salt solution concentration. …”

Curve fitting of parameter b. by Hongming Li (296020)

“…The test results show that the soil expansion rate decreases from 43.7% to 37.1% with the increase of salt solution concentration. …”

Fully chemistry analysis of silicate. by Hongming Li (296020)

“…The test results show that the soil expansion rate decreases from 43.7% to 37.1% with the increase of salt solution concentration. …”